Fabio Previdi - RankMe

99 papers C 15Journal 34Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A robust tube-based MPC approach for safer insulin dosing. IFAC J. Syst. Control. Nicola Licini, Marcelo Alves dos Santos, Fabio Previdi, Antonio Ferramosca
2026	J	`jnl`	Chaos-Free Networks are Stable Recurrent Neural Networks. CoRR Stefano De Carli, Davide Previtali, Mirko Mazzoleni, Fabio Previdi
2026	J	`jnl`	Knowledge-guided recurrent neural networks for glucose-insulin dynamics modeling. IFAC J. Syst. Control. Stefano De Carli, Nicola Licini, Davide Previtali, Fabio Previdi, Antonio Ferramosca
2026	J	`jnl`	Robust Tracking MPC for Perturbed Nonlinear Systems. IEEE Trans. Autom. Control. Marco Polver, Daniel Limón, Fabio Previdi, Antonio Ferramosca
2026	J	`jnl`	Stability properties of Minimal Gated Unit neural networks. CoRR Stefano De Carli, Davide Previtali, Mirko Mazzoleni, Fabio Previdi
2026	J	`jnl`	Toward a Robotic Platform for Precision Vineyard Operations. IEEE Access Erfan Khiali, Alessandro Marchetti, Gabriele Ribolla, Francesca Negrello, Mario Corsanici, Vinicio Tincani, Antonio Bicchi, Fabio Previdi, Manuel G. Catalano
2025	—	`conf`	A Novel Quadratic Entropy Classifier for Fault Detection and Isolation with Application to the LIU-ICE Benchmark. SysTol Francesco Corrini, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi
2025	J	`jnl`	A graph learning approach for kernel-based system identification with manifold regularization. J. Frankl. Inst. Pietro Boni, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi
2025	C	`conf`	A novel dynamic modeling of Insulin Sensitivity in the Blood Glucose Minimal Model. ACC Nicola Licini, Beatrice Sonzogni, Pablo Abuin, Fabio Previdi, Alejandro H. González, Antonio Ferramosca
2025	J	`jnl`	A virtual sensor fusion approach for state of charge estimation of lithium-ion cells. CoRR Davide Previtali, Daniele Masti, Mirko Mazzoleni, Fabio Previdi
2025	J	`jnl`	CHoKI-based MPC for blood glucose regulation in Artificial Pancreas. IFAC J. Syst. Control. Beatrice Sonzogni, José María Manzano, Marco Polver, Fabio Previdi, Antonio Ferramosca
2025	—	`conf`	Data-driven mixed-sensitivity structured control of SISO multi-model systems with application to a reconfigurable industrial oven. ECC Davide Previtali, Mirko Mazzoleni, Nicholas Valceschini, Fabio Previdi
2025	—	`conf`	Disturbance-rejection-oriented temperature control of shrink tunnels under varying grid voltage. ECC Davide Previtali, Leandro Pitturelli, Antonio Ferramosca, Fabio Previdi
2025	—	`conf`	Energy power grid three-phase signal estimation and fault detection for electric vehicles. ECC Davide Cesani, Nicholas Valceschini, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
2025	—	`conf`	Infinity-norm-based Input-to-State-Stable Long Short-Term Memory networks: a thermal systems perspective. ECC Stefano De Carli, Davide Previtali, Leandro Pitturelli, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
2025	—	`conf`	Insulin Sensitivity Management in Artificial Pancreas: a Switching Control Strategy Approach - An In Silico Study. CDC M. S. Cavallo, Nicola Licini, Fabio Previdi, Antonio Ferramosca
2025	J	`jnl`	Integrating Biological-Informed Recurrent Neural Networks for Glucose-Insulin Dynamics Modeling. CoRR Stefano De Carli, Nicola Licini, Davide Previtali, Fabio Previdi, Antonio Ferramosca
2025	—	`conf`	Mpc Based Anomaly Detection of Vessel Routes Using Ais Data. SysTol Francesco Corrini, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi
2025	—	`conf`	Optimized carbohydrate suggestions and insulin dosing in Artificial Pancreas: dual-action Pulsatile Zone MPC with non-standard IOB constraints for physical activity management. ECC Nicola Licini, Beatrice Sonzogni, Pablo Abuin, Fabio Previdi, Alejandro H. González, Antonio Ferramosca
2025	J	`jnl`	Robust contraction-based model predictive control for nonlinear systems. CoRR Marco Polver, Daniel Limón, Fabio Previdi, Antonio Ferramosca
2025	J	`jnl`	Robust tracking MPC for perturbed nonlinear systems - Extended version. CoRR Marco Polver, Daniel Limón, Fabio Previdi, Antonio Ferramosca
2025	J	`jnl`	Use of artificial intelligence techniques in characterization of vibration signals for application in agri-food engineering. Appl. Intell. Amalia Luque, Daniel Campos Olivares, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi, Alejandro Carrasco
2024	—	`conf`	Artificial Pancreas under stable pulsatile Model Predictive Control: including the Physical Activity effect. CDC Nicola Licini, Beatrice Sonzogni, Pablo Abuin, Fabio Previdi, Alejandro H. González, Antonio Ferramosca
2024	J	`jnl`	CHoKI-based MPC for blood glucose regulation in Artificial Pancreas. CoRR Beatrice Sonzogni, José María Manzano, Marco Polver, Fabio Previdi, Antonio Ferramosca
2024	J	`jnl`	Robust data-driven design of a jamming detection filter for airborne electromechanical actuators. Eur. J. Control Pietro Boni, Mirko Mazzoleni, Fabio Previdi
2024	J	`jnl`	The Role of Kano Model in Revealing the Most Significant Physicochemical Properties of Wines. IEEE Access Amalia Luque, Mirko Mazzoleni, Ana de las Heras, Antonio Ferramosca, Fabio Previdi, Alejandro Carrasco
2024	—	`conf`	Towards energy-efficient shrink tunnels by means of Economic Model Predictive Control. CASE Leandro Pitturelli, Davide Previtali, Antonio Ferramosca, Fabio Previdi
2023	—	`conf`	CHoKI-Based MPC for Blood Glucose Regulation in Artificial Pancreas with Probabilistic Constraints. CDC Beatrice Sonzogni, José María Manzano, Marco Polver, Fabio Previdi, Antonio Ferramosca
2023	J	`jnl`	Determining the Importance of Physicochemical Properties in the Perceived Quality of Wines. IEEE Access Amalia Luque, Mirko Mazzoleni, Francisco Zamora-Polo, Antonio Ferramosca, Juan Ramón Lama, Fabio Previdi
2023	J	`jnl`	GLISp-r: a preference-based optimization algorithm with convergence guarantees. Comput. Optim. Appl. Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
2023	—	`conf`	Model Uncertainty-Aware Residual Generators for SISO LTI Systems Based on Kernel Identification and Randomized Approaches. CDC Mirko Mazzoleni, Nicholas Valceschini, Fabio Previdi
2023	—	`conf`	Notch Filter Design with Stability Guarantees for Mechanical Resonance Suppression in SISO LTI Two-Mass Drive Systems. CDC Giulia Sonzogni, Mirko Mazzoleni, Marco Polver, Antonio Ferramosca, Fabio Previdi
2022	J	`jnl`	A kernel-based control approach for multi-period assets allocation based on lower partial moments. Eng. Appl. Artif. Intell. Mirko Mazzoleni, Gabriele Maroni, Simone Formentin, Fabio Previdi
2022	J	`jnl`	A unified surrogate-based scheme for black-box and preference-based optimization. CoRR Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
2022	J	`jnl`	An agent-based model to assess large-scale COVID-19 vaccination campaigns for the Italian territory: The case study of Lombardy region. Comput. Methods Programs Biomed. Andrea Cattaneo, Andrea Vitali, Mirko Mazzoleni, Fabio Previdi
2022	J	`jnl`	GLISp-r: A preference-based optimization algorithm with convergence guarantees. CoRR Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
2022	J	`jnl`	Kernel-based identification of asymptotically stable continuous-time linear dynamical systems. Int. J. Control Matteo Scandella, Mirko Mazzoleni, Simone Formentin, Fabio Previdi
2022	J	`jnl`	Kernel-based system identification with manifold regularization: A Bayesian perspective. Autom. Mirko Mazzoleni, Alessandro Chiuso, Matteo Scandella, Simone Formentin, Fabio Previdi
2021	J	`jnl`	A Note on the Numerical Solutions of Kernel-Based Learning Problems. IEEE Trans. Autom. Control. Matteo Scandella, Mirko Mazzoleni, Simone Formentin, Fabio Previdi
2021	J	`jnl`	Automatic Vehicle Model Recognition and Lateral Position Estimation Based on Magnetic Sensors. IEEE Trans. Intell. Transp. Syst. Alessandro Amodio, Michele Ermidoro, Sergio Matteo Savaresi, Fabio Previdi
2021	J	`jnl`	Inertial load classification of low-cost electro-mechanical systems under dataset shift with fast end of line testing. Eng. Appl. Artif. Intell. Nicholas Valceschini, Mirko Mazzoleni, Fabio Previdi
2021	C	`conf`	Tiny defects identification of mechanical components in die-cast aluminum using artificial neural networks for micro-controllers. ICCE Danilo Pau, Fabio Previdi, Emanuele Rota
2020	—	`conf`	Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach. L4DC Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi
2020	—	`conf`	Enhanced kernels for nonparametric identification of a class of nonlinear systems. ECC Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi
2019	—	`conf`	A robust design strategy for stock trading via feedback control. ECC Gabriele Maroni, Simone Formentin, Fabio Previdi
2019	J	`jnl`	Classification algorithms analysis for brain-computer interface in drug craving therapy. Biomed. Signal Process. Control. Mirko Mazzoleni, Fabio Previdi, Natale Salvatore Bonfiglio
2019	J	`jnl`	Experimental Development of a Health Monitoring Method for Electro-Mechanical Actuators of Flight Control Primary Surfaces in More Electric Aircrafts. IEEE Access Mirko Mazzoleni, Fabio Previdi, Matteo Scandella, Giulio Pispola
2019	J	`jnl`	Nonlinear system identification via data augmentation. Syst. Control. Lett. Simone Formentin, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi
2019	—	`conf`	Partially Structured Robotic Picking for Automation of Tomato Transplantation. ICM I Yung, Yamuna Maccarana, Gabriele Maroni, Fabio Previdi
2018	—	`conf`	A Computer Vision Algorithm for the Estimation of the Human Hair Diameter. RTSI Gabriele Maroni, Valerio Uberti, Simone Facheris, Fabio Previdi
2018	—	`conf`	Classification of Light Charged Particles Via Learning-Based System Identification. CDC Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi
2018	—	`conf`	Condition Monitoring of Electro-Mechanical Actuators for Aerospace Using Batch Change Detection Algorithms. CCTA Mirko Mazzoleni, Matteo Scandella, Yamuna Maccarana, Fabio Previdi, Giulio Pispola, Nicola Porzi
2018	—	`conf`	Development and Experimental Testing of a Health Monitoring System of Electro-Mechanical Actuators for Small Airplanes. MED Fabio Previdi, Yamuna Maccarana, Mirko Mazzoleni, Matteo Scandella, Giulio Pispola, Nicola Porzi
2018	—	`conf`	Semi-supervised learning of dynamical systems: a preliminary study. ECC Mirko Mazzoleni, Simone Formentin, Matteo Scandella, Fabio Previdi
2018	—	`conf`	Stock Trading Via Feedback Control: an Extremum Seeking Approach. MED Simone Formentin, Fabio Previdi, Gabriele Maroni, Claudio Cantaro
2017	—	`conf`	Anti-sway fixed-order control of bridge cranes with varying rope length. ICM Alberto L. Cologni, Michele Ermidoro, Simone Formentin, Fabio Previdi
2017	—	`conf`	Automated detection, extraction and counting of acne lesions for automatic evaluation and tracking of acne severity. SSCI Gabriele Maroni, Michele Ermidoro, Fabio Previdi, Glauco Bigini
2017	—	`conf`	Design and evaluation of haptic interface systems for motorbike application using multibody modelling. RTSI Stefano Moretti, Fabio Previdi, Fabio Todeschini, Andrea Testa
2017	—	`conf`	Development of a reliable electro-mechanical actuator for primary control surfaces in small aircrafts. AIM Mirko Mazzoleni, Yamuna Maccarana, Fabio Previdi, Giulio Pispola, M. Nardi, F. Perni, S. Toro
2017	—	`conf`	Load swing reduction in manually operated bridge cranes. RTSI Stefano Moretti, Yamuna Maccarana, Fabio Previdi, Michele Ermidoro
2017	—	`conf`	Unsupervised learning of fundamental emotional states via word embeddings. SSCI Mirko Mazzoleni, Gabriele Maroni, Fabio Previdi
2016	—	`conf`	A condition assessment algorithm based on dynamic time warping for high-voltage circuit breaker. ICCA Michele Ermidoro, Fabio Previdi
2016	—	`conf`	Design of a HTML5 SCADA system. RTSI Yamuna Maccarana, Alberto L. Cologni, Fabio Previdi
2016	C	`conf`	Low computational complexity control of a three-phases open-windings AC brushless motor. IECON Alberto L. Cologni, Mirko Mazzoleni, Fabio Previdi
2016	—	`conf`	Modeling and identification of an Electro-Hydraulic Actuator. ICCA Alberto L. Cologni, Mirko Mazzoleni, Fabio Previdi
2015	C	`conf`	An integrated system for supporting remote maintenance services. ETFA Paolo Sangregorio, Alberto Luigi Cologni, Franklin Caleb Owen, Fabio Previdi
2015	—	`conf`	Modular automatic generation of automation software for manufacturing machines. RTSI Paolo Sangregorio, Alberto L. Cologni, Fabio Previdi
2015	—	`conf`	Remote maintenance system for semi-automated manufacturing machines. RTSI Paolo Sangregorio, Alberto L. Cologni, Franklin Caleb Owen, Fabio Previdi
2014	J	`jnl`	A Data-Driven Approach to Control of Batch Processes With an Application to a Gravimetric Blender. IEEE Trans. Ind. Electron. Simone Formentin, Alberto L. Cologni, Fabio Previdi, Sergio M. Savaresi
2014	—	`conf`	Fault Detection via modified Principal Direction Divisive Partitioning and application to aerospace electro-mechanical actuators. CDC Mirko Mazzoleni, Simone Formentin, Fabio Previdi, Sergio M. Savaresi
2014	C	`conf`	Modeling and control of an electro-mechanical ballscrew actuator for vibration active damping. CCA Fabio Previdi, Alberto L. Cologni, Matteo G. Madaschi, N. Matteuzzi, M. Nardeschi, S. Toro, Sergio M. Savaresi
2014	C	`conf`	On batch process control using feature extraction with application to a gravimetric blender. ACC Simone Formentin, Alberto L. Cologni, Fabio Previdi, Sergio M. Savaresi
2014	C	`conf`	On time-optimal anti-sway controller design for bridge cranes. ACC Michele Ermidoro, Simone Formentin, Alberto L. Cologni, Fabio Previdi, Sergio M. Savaresi
2013	—	`conf`	Modeling and online-identification of electrically stimulated antagonistic muscles for horizontal shoulder abduction and adduction. ECC P. Spagnol, Christian Klauer, Fabio Previdi, Jörg Raisch, Thomas Schauer
2013	—	`conf`	Robust control of magnetic guidance lightweight AGVs path tracking using randomization methods. ECC Matteo G. Madaschi, Elena Gryazina, Alberto Luigi Cologni, Cristiano Spelta, Fabio Previdi, Sergio Matteo Savaresi, I. Pesenti
2011	—	`conf`	Closed-loop control of a vibrant duct gravimetric feeder. ICCA Alberto L. Cologni, Damiano Belloli, Matteo G. Madaschi, Fabio Previdi, Sergio M. Savaresi, Daniele Cazzola
2011	—	`conf`	Semi-active control of cab suspension in an agricultural tractor via magneto-rheological actuator. ICCA Cristiano Spelta, Fabio Previdi, Sergio M. Savaresi, Diego Delvecchio, Simone Tremolada
2010	C	`conf`	A novel control strategy for semi-active suspensions with variable damping and stiffness. ACC Cristiano Spelta, Fabio Previdi, Sergio M. Savaresi, Paolo Bolzern, Maurizio Cutini, Carlo Bisaglia
2010	C	`conf`	Virtual Reference Feedback Tuning (VRFT) of velocity controller in self-balancing industrial manual manipulators. ACC Fabio Previdi, F. Fico, Damiano Belloli, Sergio M. Savaresi, I. Pesenti, Cristiano Spelta
2009	—	`conf`	A new concept of semi-active suspension with controllable damper and spring. ECC Cristiano Spelta, Maurizio Cutini, Simone A. Bertinotti, Sergio M. Savaresi, Fabio Previdi, Carlo Bisaglia, Paolo Bolzern
2009	—	`conf`	Active vibration control of a kitchen hood via piezoelectric patch. CCA/ISIC Cristiano Spelta, Fabio Previdi, Damiano Belloli, Matteo G. Madaschi, Enrico Silani, Fabio D'Adamo, Francesco Faginoli, Sergio M. Savaresi
2009	—	`conf`	Modeling and identification of vertical dynamics of an agricultural machine. CCA/ISIC Cristiano Spelta, Sergio M. Savaresi, Fabio Previdi, Francesco Galli, Simone Tremolada
2008	C	`conf`	Classification of light charged particles in a nuclear physics experiment. CCA Fabio Previdi, Sergio M. Savaresi, Paolo Guazzoni, Luisa Zetta
2007	C	`conf`	Modelling and control of a device for rehabilitation of paraplegic patients. ACC Fabio Previdi, Maurizio Ferrarin, Ilaria Carpinella, Sergio M. Savaresi
2007	C	`conf`	On Transmission-Ratio Computation for the Control of a Continously Variable Transmission in Agricultural Tractors. ACC Mara Tanelli, Fabio Codeca, Sergio M. Savaresi, Francesco Taroni, Fabio Previdi
2006	C	`conf`	A numerical model of the weft yarn filling insertion process in rapier looms. ACC Fabio Previdi, Sergio M. Savaresi, Corrado Volpi
2006	C	`conf`	Light charged particle classification using subspace identification methods and neural networks. ACC Fabio Previdi, Sergio M. Savaresi, Paolo Guazzoni, Luisa Zetta
2005	C	`conf`	Control of power-shuttle motion-inverter. ACC Sergio M. Savaresi, Mara Tanelli, Sergio Bittanti, Alberto Mangili, Francesco Taroni, Fabio Previdi
2004	J	`jnl`	Data-driven control design for neuroprotheses: a virtual reference feedback tuning (VRFT) approach. IEEE Trans. Control. Syst. Technol. Fabio Previdi, Thomas Schauer, Sergio M. Savaresi, Kenneth J. Hunt
2003	—	`conf`	A receding-horizon multiple model based control scheme for nonlinear systems. CDC Fabio Previdi, Simona Sacone, Thomas Parisini
2003	—	`conf`	Controllers tuning in a power-split continuously variable transmission. ECC Sergio M. Savaresi, Francesco Taroni, Fabio Previdi, Sergio Bittanti
2003	J	`jnl`	Design of a gain scheduling controller for knee-joint angle control by using functional electrical stimulation. IEEE Trans. Control. Syst. Technol. Fabio Previdi, Emanuele Carpanzano
2003	J	`jnl`	Discussion on: "Modeling Identification and Compensation of Complex Hysteretic Nonlinearities. A Modified Prandtl - Ishlinskii Approach". Eur. J. Control Fabio Previdi
2001	—	`conf`	Black-box characterization of soft connective biological tissues. ECC Fabio Previdi, V. Quagline, Sergio Bittanti, R. Contro
2001	—	`conf`	Identification of a class of nonlinear parametrically varying models. ECC Fabio Previdi, Marco Lovera
2001	—	`conf`	Virtual reference feedback tuning for knee joint position control using functional electrical stimulation. ECC Fabio Previdi, Thomas Schauer, Andrea Lecchini, Sergio M. Savaresi, Kenneth J. Hunt
1999	—	`conf`	Application of a gain scheduling control strategy to artificial stimulation of the quadriceps muscle. ECC Fabio Previdi, Emanuele Carpanzano, C. Cirillo
1999	—	`conf`	Identification of a class of linear models with nonlinearly varying parameters. ECC Fabio Previdi, Marco Lovera
1999	—	`conf`	Identification of linear models for the dynamics of a photodetector. ECC Marco Lovera, Fabio Previdi